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SamiraAbedini/README.md

💫 About Me:

🚀 Passionate about Bioinformatics & AI for Healthcare
🌱 Master's student in Bioinformatics at Saarland University

I am a lifelong learner with a deep passion for leveraging machine learning and data science to solve complex biomedical challenges. My expertise includes Python, R, deep learning, and data visualization, complemented by a solid foundation in algorithms, statistics, and data analysis.

With a background in Biomedical Engineering, I bring strong problem-solving skills, a deep mathematical understanding, and an engineering mindset to tackle interdisciplinary problems. I have experience working with medical data such as EEG, ECG, and MRI, developing predictive models, and applying AI-driven approaches to medical diagnostics and research.

Currently, I am exploring AI robustness, security, and trustworthy AI to enhance the reliability and fairness of AI models in healthcare. I am always eager to collaborate on impactful projects at the intersection of bioinformatics, machine learning, and AI ethics.

🌐 Socials:

LinkedIn X

💻 Tech Stack:

Python R C++ C Anaconda Apache Kafka MongoDB Keras Matplotlib NumPy Pandas PyTorch scikit-learn Scipy TensorFlow Git GitHub GitLab Gitpod Arduino Prezi Raspberry Pi Streamlit OpenCV Python

📊 GitHub Stats:



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  1. NNTI-Project NNTI-Project Public

    Neural Network: Theory and Implementation Course Project, Saarland University: Finetuning Molformer Language Model on Lipophilicity dataset

    Jupyter Notebook

  2. NNTI-Assignment-1 NNTI-Assignment-1 Public

    NNTI Assignment 1 - Neural Network and Data Generation with Python: Implementation of clustering, XOR dataset generation, visualization, and classification using SVM. Includes analysis of decision …

    Python 1

  3. NNTI-Assignment-2 NNTI-Assignment-2 Public

    NNTI Assignment 2 - Neural Networks, Theory and Implementation : Implementation of custom PyTorch Dataset and DataLoader for text and tabular data. Application of PCA and SVD on cat face images, in…

    Jupyter Notebook 1

  4. EML-Assignment4 EML-Assignment4 Public

    Elements of machine learning course, Assignment 4 including Unsupervised Learning: Dimensionality Reduction and Clustering

    Jupyter Notebook 1

  5. Behaviour-Analysis Behaviour-Analysis Public

    Behaviour Analysis

    Python 1

  6. EEG-Absolute-Power-Dataset-Creation EEG-Absolute-Power-Dataset-Creation Public

    EEG Absolute Power Dataset Creation

    1